Toolkit to automate and optimize machine learning model development

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for guildai from gravatar.com guildai Avatar for msarahan from gravatar.com msarahan

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: Apache Software License (Apache 2.0)
  • Maintainer: Guild AI
  • Tags guild, guildai, tensorflow, keras, pytorch, mxnet, xgboost, scikit-learn
Classifiers

Project description

Guild AI is an open source toolkit that automates and optimizes machine learning experiments.

  • Run unmodified training scripts, capturing each run result as a unique experiment
  • Automate trials using grid search, random search, and Bayesian optimization
  • Compare and analyze runs to understand and improve models
  • Backup training related operations such as data preparation and test
  • Archive runs to S3 or other remote systems
  • Run operations remotely on cloud accelerators
  • Package and distribute models for easy reproducibility

For more on features, see Guild AI - Features.

Important links:

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for guildai from gravatar.com guildai Avatar for msarahan from gravatar.com msarahan

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: Apache Software License (Apache 2.0)
  • Maintainer: Guild AI
  • Tags guild, guildai, tensorflow, keras, pytorch, mxnet, xgboost, scikit-learn
Classifiers

Release history Release notifications | RSS feed

0.9.0

0.9.0rc1 pre-release

0.8.2

0.8.2.dev1 pre-release

0.8.1

0.8.1rc1 pre-release

0.8.0

0.8.0rc2 pre-release

0.8.0rc1 pre-release

0.7.5

0.7.4

0.7.4rc1 pre-release

0.7.3

0.7.2

0.7.1.post1

0.7.1

0.7.0.post1

0.7.0

0.7.0rc1 pre-release yanked

This version

0.6.6

0.6.5

0.6.4

0.6.3

0.6.2

0.6.1

0.6.0

0.5.4

0.5.3

0.5.2

0.5.1

0.5.0

0.4.0

0.3.2

0.3.1

0.3.0

0.1.2

0.1.0.post2

0.1.0

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

guildai-0.6.6-cp37-cp37m-win_amd64.whl (6.4 MB view details)

Uploaded CPython 3.7m Windows x86-64

guildai-0.6.6-cp37-cp37m-manylinux1_x86_64.whl (6.5 MB view details)

Uploaded CPython 3.7m

guildai-0.6.6-cp37-cp37m-macosx_10_14_x86_64.whl (6.4 MB view details)

Uploaded CPython 3.7m macOS 10.14+ x86-64

guildai-0.6.6-cp36-cp36m-win_amd64.whl (6.5 MB view details)

Uploaded CPython 3.6m Windows x86-64

guildai-0.6.6-cp36-cp36m-manylinux1_x86_64.whl (6.5 MB view details)

Uploaded CPython 3.6m

guildai-0.6.6-cp36-cp36m-macosx_10_13_x86_64.whl (6.5 MB view details)

Uploaded CPython 3.6m macOS 10.13+ x86-64

guildai-0.6.6-cp35-cp35m-win_amd64.whl (6.5 MB view details)

Uploaded CPython 3.5m Windows x86-64

guildai-0.6.6-cp35-cp35m-manylinux1_x86_64.whl (6.5 MB view details)

Uploaded CPython 3.5m

guildai-0.6.6-cp27-cp27mu-manylinux1_x86_64.whl (6.5 MB view details)

Uploaded CPython 2.7mu

guildai-0.6.6-cp27-cp27m-macosx_10_14_x86_64.whl (6.5 MB view details)

Uploaded CPython 2.7m macOS 10.14+ x86-64

File details

Details for the file guildai-0.6.6-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: guildai-0.6.6-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 6.4 MB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/3.7.4

File hashes

Hashes for guildai-0.6.6-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 8b3ade7e0ef95bb2351b80c4f2e4b00efb5a8fb4bbab5dd106d5a75790750e6b
MD5 f5770effe04df79da1f7aad44d1cf53e
BLAKE2b-256 a1398f2d07af3c95e72a5e305a59310855f7ebc40930ee115430f4bfa23121f8

See more details on using hashes here.

File details

Details for the file guildai-0.6.6-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.6.6-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/3.7.4

File hashes

Hashes for guildai-0.6.6-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 54c94d8c799b76678537399ac87250728496c56372dff2f9bfdf27de6a3d4ab2
MD5 18b69e7e4ebb8dd20909b28c2d69c1ed
BLAKE2b-256 80a3a6444ab2e9723064d8e712ab1c0596face057eea25409bfa5e45bc14177e

See more details on using hashes here.

File details

Details for the file guildai-0.6.6-cp37-cp37m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: guildai-0.6.6-cp37-cp37m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 6.4 MB
  • Tags: CPython 3.7m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/3.7.3

File hashes

Hashes for guildai-0.6.6-cp37-cp37m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 9f6f85e0cf1c9fa16cea6fc4c152381dd6a028e57776f559cd858012cd202a85
MD5 e3d3e43c584e31bf3f5131a3242f8dfd
BLAKE2b-256 0e7cda26746bb1ccf18af42a1e693896e446261eeef5c41e7972cc27e2cfc14e

See more details on using hashes here.

File details

Details for the file guildai-0.6.6-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: guildai-0.6.6-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/3.6.8

File hashes

Hashes for guildai-0.6.6-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 cd92f718e2d863d78460eba65ab4f8d70a2c1cb6d9a992e2266584e9351cb845
MD5 1b4ff0e07f6d3b78b7b8b433b84d94ea
BLAKE2b-256 54db6c7c8c4e79920a05f1c800103b4100cfef50316227fa4d7ad857ec43dee5

See more details on using hashes here.

File details

Details for the file guildai-0.6.6-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.6.6-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/3.6.9

File hashes

Hashes for guildai-0.6.6-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 00e65872400ca449feaaa2529b0aac38c25ec5ca36eaf7c95662fe2923a120e8
MD5 3e184ade11303543574b867517ad2ee8
BLAKE2b-256 9aa1205c9d83a0062f6d78b59bc419699fce29c33cf4e5e8760d8b7be9f85e2b

See more details on using hashes here.

File details

Details for the file guildai-0.6.6-cp36-cp36m-macosx_10_13_x86_64.whl.

File metadata

  • Download URL: guildai-0.6.6-cp36-cp36m-macosx_10_13_x86_64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.6m, macOS 10.13+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/3.6.5

File hashes

Hashes for guildai-0.6.6-cp36-cp36m-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 475f266297cbe78087577a3608a0624b3a3ef2acbab203a152ac3e6bf25685fe
MD5 6b4ea92dbc6be88b3e613b6b798eb5b4
BLAKE2b-256 250c22bca1cb95aa0b192a556bc0c4f30d995e928e02e9add8a0eb9e5775644e

See more details on using hashes here.

File details

Details for the file guildai-0.6.6-cp35-cp35m-win_amd64.whl.

File metadata

  • Download URL: guildai-0.6.6-cp35-cp35m-win_amd64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.5m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/3.5.4

File hashes

Hashes for guildai-0.6.6-cp35-cp35m-win_amd64.whl
Algorithm Hash digest
SHA256 a269b2a24eb455b47c41d782ac64ec0bacce36757b5ca05c2fcc5719f9f488c8
MD5 4d38f90145f164f5347c165c4a80ef2a
BLAKE2b-256 be210e7c2cbed4f34ce55c8fd85387879081489b3cec94b566092ebdd13b0cc1

See more details on using hashes here.

File details

Details for the file guildai-0.6.6-cp35-cp35m-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.6.6-cp35-cp35m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.5m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/3.5.7

File hashes

Hashes for guildai-0.6.6-cp35-cp35m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 d725df27a1638cf9e24e6fcc50dc42c36b45659d0b43dc17a1a18dcdeaa4833e
MD5 37650a913609e6d040083a83db3df659
BLAKE2b-256 7e4ee469b1f2a00d3a613b9050b4eecfc54e750722a82a8acebb11110d8130a0

See more details on using hashes here.

File details

Details for the file guildai-0.6.6-cp27-cp27mu-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.6.6-cp27-cp27mu-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 2.7mu
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/2.7.16

File hashes

Hashes for guildai-0.6.6-cp27-cp27mu-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 6a2624bc9dff01184fe18fbce3b5f69836e1157d838f86768166b5f7d63e27e0
MD5 e6671f1319b3758082395e894ceb9200
BLAKE2b-256 11bada68fe317f25f939ace3641f092cca39e1cb1c0bfe5e97b6c262a98777ab

See more details on using hashes here.

File details

Details for the file guildai-0.6.6-cp27-cp27m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: guildai-0.6.6-cp27-cp27m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 2.7m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/2.7.16

File hashes

Hashes for guildai-0.6.6-cp27-cp27m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 7afa87478c300f166311eb4cad65a8dbbefe05783b3066ed9b33187656c7c5af
MD5 6b7ea9079ef27ebd9d93e51d5b0ec7cb
BLAKE2b-256 d5ba2fbe72f88f5fea9adab9cac7b7c4fe2f8ba85268d22bf9f4e0a143b1b663

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page